We present the formalism for epistemic uncertainty presented by [1]} and the related definitions in the notation that will be used in this paper.
Consider a learned function \(f\)  that tries to minimize the expected value of the loss \(l(f(x) - y)\)  where \(y \sim P(\mathcal {Y} | x)\) .
